Pith Number

pith:Y7BN3QUJ

pith:2022:Y7BN3QUJZOLMMDRYOB5MM54G7T

not attested not anchored not stored refs pending

Snowmass 2021 Computational Frontier CompF03 Topical Group Report: Machine Learning

Daniel Whiteson, Kazuhiro Terao, Phiala Shanahan

arxiv:2209.07559 v1 · 2022-09-15 · physics.comp-ph · cs.AI · hep-ex · hep-lat · hep-th

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y7BN3QUJZOLMMDRYOB5MM54G7T}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

5 papers in Pith

Local Conformal Predictions for Calibrated Surrogates

Extraction of the color dipole amplitude with physics-informed neural networks

Hadron Structure from lattice QCD in the context of the Electron-Ion Collider

Probing Proton Structure via Physics-Guided Neural Networks in Holographic QCD

Machine Learning for Multi-messenger Probes of New Physics and Cosmology: A Review and Perspective

Receipt and verification

First computed	2026-07-05T04:58:07.211266Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7c2ddc289cb96c60e38707ac67786fcc6eb4be25c91803a7216288aea253b08

Aliases

arxiv: 2209.07559 · arxiv_version: 2209.07559v1 · doi: 10.48550/arxiv.2209.07559 · pith_short_12: Y7BN3QUJZOLM · pith_short_16: Y7BN3QUJZOLMMDRY · pith_short_8: Y7BN3QUJ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/Y7BN3QUJZOLMMDRYOB5MM54G7T \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: c7c2ddc289cb96c60e38707ac67786fcc6eb4be25c91803a7216288aea253b08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9df7474eafc36465ef239ffedcf7007e2195024b62e80374f8809e5b9a477cef",
    "cross_cats_sorted": [
      "cs.AI",
      "hep-ex",
      "hep-lat",
      "hep-th"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2022-09-15T18:46:48Z",
    "title_canon_sha256": "b36ac1b70c842ec7fafd8861d1bfa794ecb11db83c543ff01fe47c711b6d82af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.07559",
    "kind": "arxiv",
    "version": 1
  }
}